Abstract
Tunisia, other countries in northwestern Africa, and the Iberian Peninsula, represent a center of diversity of Daucus. The genus traditionally has included about 20–25 species worldwide, but a recent molecular study redefined and expanded Daucus to include representatives from nine other genera. By this classification, Daucus now contains about 40 species, with some of them having winged fruits in addition to its traditionally recognized spiny fruits. The taxonomy of Daucus in Tunisia has recently been studied with morphological data, concluding that D. carota subsp. capillifolius is a subspecies that co-occurs and crosses with subsp. carota. The present study extends these findings with additional data from Genotyping-by-Sequencing (GBS) from 33 Tunisian accessions of D. carota (93 individuals with two to three replicates per accession), including the first collections of subsp. gummifer from Tunisia. Placed in the context of additional GBS data, D. carota subsp. gummifer has separate origins from other collections of subsp. carota in Tunisia and/or immediately adjacent areas to the north in Italy or its surrounding islands. Our results add support to the utility of large SNP datasets for species-level phylogenetic studies in Daucus.
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References
Arbizu C, Reitsma KR, Simon PW, Spooner DM (2014a) Morphometrics of Daucus (Apiaceae): a counterpart to a phylogenomic study. Am J Bot 101:2005–2016
Arbizu C, Ruess H, Senalik D, Simon PW, Spooner DM (2014b) Phylogenomics of the carrot genus (Daucus, Apiaceae). Am J Bot 101:1666–1685
Arbizu CI, Ellison SL, Senalik D, Simon PW, Spooner DM (2016) Genotyping-by-sequencing provides the discriminating power to investigate the subspecies of Daucus carota (Apiaceae). BMC Evol Biol 16:234
Banasiak Ł, Wojewódzka A, Baczyński J, Reduron JP, Piwczyński M, Kurzyna-Młynik R, Gutaker R, Czarnocka-Cieciura A, Kosmala-Grzechnik S, Krzysztof S (2016) Phylogeny of Apiaceae subtribe Daucinae and the taxonomic delineation of its genera. Taxon 65:563–585
Bradbury PJ, Zhang Z, Kroon DE, Casstevens TM, Ramdoss Y, Buckler ES (2007) TASSEL: software for association mapping of complex traits in diverse samples. Bioinformatics 23:2633–2635
Danecek P, Auton A, Abecasis G, Albers CA, Banks E, DePristo MA, Handsaker RE, Lunter G, Marth G, Sherry ST, McVean G, Durbin R, 1000 Genomes MA Project Analysis Group (2011) The variant call format and VCFtools. Bioinformatics 27:2156–2158
Doyle JJ, Doyle JL (1990) Isolation of plant DNA from fresh tissue. Focus 12:13–15
Elshire RJ, Glaubitz JC, Sun Q, Poland JA, Kawamoto K, Buckler ES, Mitchell SE (2011) A robust, simple genotyping-by-sequencing (GBS) approach for high diversity species. PLoS ONE 6(5):e19379. https://doi.org/10.1371/journal.pone.0019379
Ghislain M, Andrade D, Rodriguez F, Hijmans RJ, Spooner DM (2006) Genetic analysis of the cultivated potato Solanum tuberosum L. Phureja Group using RAPDs and nuclear SSRs. Theor Appl Genet 113:1515–1527
Glaubitz JC, Casstevens TM, Lu F, Harriman J, Elshire RJ, Sun Q, Buckler ES (2014) TASSEL-GBS: a high capacity genotyping by sequencing analysis pipeline. PLoS ONE 9(2):e90346
Hauser TP, Bjørn GK (2001) Hybrids between wild and cultivated carrots in Danish carrot fields. Genet Res Crop Evol 48:499–506
Iorizzo M, Ellison S, Senalik D, Zeng P, Satapoomin P, Bowman M, Iovene M, Sanseverino W, Pablo Cavagnaro, Yildiz M, Macko-Podgórni A, Moranska E, Grzebelus E, Grzebelus D, Ashrafi H, Zheng Z, Cheng S, Spooner D, Van Deynze A, Simon P (2016) A high-quality carrot genome assembly reveals new insights into carotenoid accumulation and Asterid genome evolution. Nat Genet 48:657–666
Krickl M (1961) Karotten: zur Frage der Verkreuzung mit der wilden Karotte. Saatgut-Wirtschaft 13:135–136
Lewis PO (2001) A likelihood approach to estimating phylogeny from discrete morphological character data. Syst Biol 50:913–925
Li H, Drubin R (2009) Fast and accurate short read alignment with Burrows–Wheeler transform. Bioinformatics 25:1754–1760
McCollum GD (1975) Interspecific hybrid Daucus carota × D. capillifolius. Bot Gaz 136:201–206
McCollum GD (1977) Hybrids of Daucus gingidium with cultivated carrots (D. carota subsp. sativus) and D. capillifolius. Bot Gaz 138:56–63
Mezghani N, Zaouali I, Bel Amri W, Rouz S, Simon PW, Hannachi C, Ghrabi Z, Neffati M, Bouzbida B, Spooner DM (2014) Fruit morphological descriptors as a tool for discrimination of Daucus L. germplasm. Genet Resour Crop Evol 61:499–510
Mezghani N, Ben Amor JB, Spooner DM, Simon PW, Mezghani N, Boubaker H, Namji AM, Rouz S, Hannachi C, Neffati M, Tarchoun N (2017) Multivariate analysis of morphological diversity among closely related Daucus species and subspecies in Tunisia. Genet Resour Crop Evol 64:2145–2159
Milbourne D, Meyer R, Bradshaw JE, Baird E, Bonar N, Provan J, Powell W, Waugh R (1997) Comparison of PCR-based marker systems for the analysis of genetic relationships in cultivated potato. Mol Breed 3:127–136
Pottier Alapetite G (1979) Flore de la Tunisie, Angiospermes-Dicotyledones, Apetales, Dialypetales, Première Partie. Imprimerie Officielle de la République Tunisienne, Tunis
Rubatzky VE, Quiros CF, Simon PW (1999) Carrots and related vegetable Umbelliferae. CABI, New York
Sáenz Laín C (1981) Research on Daucus L. (Umbelliferae). Anales Jard Bot Madrid 37:497–498
SAS Institute Inc (2012) JMP, version 10.0.0. SAS Institute, Cary, NC
Spalik K, Downie SR (2007) Intercontinental disjunctions in Cryptotaenia (Apiaceae, Oenantheae): an appraisal using molecular data. J Biogeogr 34:2039–2054
Spooner DM, Widrlechner MP, Reitsma KR, Palmquist DE, Rouz S, Ghrabi-Gammar Z, Neffati M, Bouzbida B, Ouabbou H, El Koudrim M, Simon PW (2014) Reassessment of practical subspecies identifications of the USDA Daucus carota germplasm collection: morphological data. Crop Sci 54:706–718
Spooner DM, Ruess H, Iorizzo M, Senalik D, Simon PW (2017) Entire plastid phylogeny of the carrot genus (Daucus, Apiaceae): concordance with nuclear data and mitochondrial and nuclear DNA insertions to the plastid. Am J Bot 104:296–312
Stamatakis A (2014) RAxML Version 8: a tool for phylogenetic analysis and post-analysis of large phylogenies. Bioinformatics 30(9):1312–1313
Vaughan JG, Geissler CA (2009) The new oxford book of food plants. Oxford University Press, Oxford
Vivek BS, Simon P (1999) Phylogeny and relationships in Daucus based on restriction fragment length polymorphisms (RFLPs) of the chloroplast and mitochondrial genomes. Euphytica 105:183–189
Acknowledgements
The authors thank Doctors Zeineb Grabi from the National Institute of Agronomy of Tunisia, Houda Kourda from the National Gene Bank of Tunisia, Slim Rouz from the High School of Agriculture of Mogran, Tunisia, and Mohamed Neffati from the Institute of Arid Regions-Medenine, Tunisia for their contribution in collecting Tunisian accessions and the University of Wisconsin Biotechnology Center DNA Sequencing Facility for providing GBS facilities and services.
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This work was supported by a grant from the Fulbright Visiting Scholar Program.
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Supplementary Table
1: The 183 accessions of Daucus L. characterized in this study, improvement status, specific and generalized localities, and geographic coordinates (DOC 312 kb)
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Mezghani, N., Ruess, H., Tarchoun, N. et al. Genotyping-by-sequencing reveals the origin of the Tunisian relatives of cultivated carrot (Daucus carota). Genet Resour Crop Evol 65, 1359–1368 (2018). https://doi.org/10.1007/s10722-018-0619-4
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DOI: https://doi.org/10.1007/s10722-018-0619-4